Detection of Semantic Risk Situations in Lifelog Data for Improving Life of Frail People. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amièva; Cathal Gurrin (ICMR, 2020)

A GRU Neural Network with attention mechanism for detection of risk situations on multimodal lifelog data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (CBMI, 2021)

Multimodal Sensor Data Analysis for Detection of Risk Situations of Fragile People in @home Environments. - Thinhinane Yebda; Jenny Benois-Pineau; Marion Pech; Hélène Amieva; Laura Middleton; Max Bergelt (MMM (2), 2021)

Pooling Transformer for Detection of Risk Events in In-The-Wild Video Ego Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Thinhinane Yebda; Marion Pech; Hélène Amieva; Laura Middleton (ICPR, 2022)

A Hybrid Transformer Network for Detection of Risk Situations on Multimodal Life-Log Health Data. - Rupayan Mallick; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Thinhinane Yebda; Hélène Amieva; Laura Middleton (ICDAR@ICMR, 2022)

Detection of Risky Situations for Frail Adults With Hybrid Neural Networks on Multimodal Health Data. - Rupayan Mallick; Thinhinane Yebda; Jenny Benois-Pineau; Akka Zemmari; Marion Pech; Hélène Amieva (IEEE Multim., 2022)